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\n \n 2026\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n TriNet: A Novel and Memory-Efficient Tensor Network for Higher-Order Tensor Decomposition.\n \n \n \n\n\n \n Ngoc Lan, N. T.; Thanh Trung, L.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 481-485, 2026. \n
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@InProceedings{NgocLan2026,\n author = {Ngoc Lan, Nguyen Thi and Thanh Trung, Le and Trung, Nguyen Linh and Abed-Meraim, Karim},\n booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {TriNet: A Novel and Memory-Efficient Tensor Network for Higher-Order Tensor Decomposition},\n year = {2026},\n pages = {481-485},\n doi = {10.1109/ICASSP55912.2026.11461780},\n file = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_TriNet_A_Novel_and_Memory-Efficient_Tensor_Network_for_Higher-Order_Tensor_Decomposition.pdf:PDF},\n keywords = {Videos;Communication systems;Protocols;Regional area networks;Local area networks;LoRa;Radio access networks;Video equipment;HTTP;Data communication;Tensor decomposition;TriNet decomposition;tensor networks;tensor completion;ADMM},\n}\n\n\n
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\n\n \n \n \n \n \n Re-LL1: An Effective Regularized (L,L,1)-Tensor Decomposition Method for Video Background Modeling and Foreground Separation.\n \n \n \n\n\n \n Dang, N. Q.; Trung Le, T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 701-705, 2026. \n
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@InProceedings{Dang2026,\n author = {Dang, Nguyen Quy and Trung Le, Thanh and Trung, Nguyen Linh and Abed-Meraim, Karim},\n booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Re-LL1: An Effective Regularized (L,L,1)-Tensor Decomposition Method for Video Background Modeling and Foreground Separation},\n year = {2026},\n pages = {701-705},\n doi = {10.1109/ICASSP55912.2026.11460481},\n file = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_Re-LL1_An_Effective_Regularized_LL1-Tensor_Decomposition_Method_for_Video_Background_Modeling_and_Foreground_Separation.pdf:PDF},\n keywords = {Videos;Protocols;Video equipment;HTTP;Learning (artificial intelligence);Machine learning;Artificial intelligence;Arrays;Image denoising;Image processing;Tensor decomposition;LL1 decomposition;data imperfection;data corruption;regularization;video background and foreground separation},\n}\n\n\n
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\n\n \n \n \n \n \n Fast and Robust Triple Tensor Decomposition with Data Corruption.\n \n \n \n\n\n \n Dang, N. Q.; Nhat, D. M.; Le, T. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 301-305, 2026. \n
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@InProceedings{Dang2026a,\n author = {Dang, Nguyen Quy and Nhat, Do Minh and Le, Thanh Trung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Fast and Robust Triple Tensor Decomposition with Data Corruption},\n year = {2026},\n pages = {301-305},\n doi = {10.1109/ICASSP55912.2026.11463179},\n file = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_Fast_and_Robust_Triple_Tensor_Decomposition_with_Data_Corruption.pdf:PDF},\n keywords = {Videos;Communication systems;Radio access networks;Regional area networks;Internet;Protocols;Video equipment;HTTP;Computer networks;Wireless communication;Tensor decomposition;triple decomposition;ADMM;data corruption;ℓ1-norm regularization},\n}\n\n\n
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\n\n \n \n \n \n \n TR-ADMM: An inexact ADMM based robust tensor ring decomposition for video foreground detection.\n \n \n \n\n\n \n To, N. H.; Le, T. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
2026 34th European Signal Processing Conference (EUSIPCO), 2026. \n
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@InProceedings{hai2026eusipco,\n author = {To, Ngoc Hai and Le, Thanh Trung and Nguyen Linh Trung and Abed-Meraim, Karim},\n booktitle = {2026 34th European Signal Processing Conference (EUSIPCO)},\n title = {TR-ADMM: An inexact ADMM based robust tensor ring decomposition for video foreground detection},\n year = {2026},\n}\n\n\n
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\n\n \n \n \n \n \n Ray-Tracing Channel Models for Near-Field Communication.\n \n \n \n\n\n \n Khang, N.; Son, D.; Duy, T.; Le, T.; Quynh, T.; Abed-Meraim, K.; Debbah, M.; and Trung, N.\n\n\n \n\n\n\n
VNU Journal of Science: Computer Science and Communication Engineering. 2026.\n
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@Article{khang2026JCSCE,\n author = {Nguyen Khang and Do Son and Tran Duy and Thanh Le and Tran Quynh and Karim Abed-Meraim and Merouane Debbah and Nguyen Trung},\n journal = {VNU Journal of Science: Computer Science and Communication Engineering},\n title = {Ray-Tracing Channel Models for Near-Field Communication},\n year = {2026},\n}\n\n\n
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\n \n 2025\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications.\n \n \n \n\n\n \n Lam, V. T.; Son, D. H.; Quynh, T. T. T.; and Le, T. T.\n\n\n \n\n\n\n In
2025 14th Conference on Information Technology and its Applications (CITA), pages 387–399, 2025. Lecture Notes in Networks and Systems (Springer)\n
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@InProceedings{Lam2025,\n author = {Lam, Vu Tung and Son, Do Hai and Quynh, Tran Thi Thuy and Le, Trung Thanh},\n booktitle = {2025 14th Conference on Information Technology and its Applications (CITA)},\n title = {RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications},\n year = {2025},\n organization = {Lecture Notes in Networks and Systems (Springer)},\n pages = {387–399},\n}\n\n\n
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\n\n \n \n \n \n \n Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n
Signal Processing, 238: 110113. 2025.\n
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@Article{Le2025,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n journal = {Signal Processing},\n title = {Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis},\n year = {2025},\n pages = {110113},\n volume = {238},\n publisher = {Elsevier},\n}\n\n\n
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\n\n \n \n \n \n \n Robust Sparse Subspace Tracking from Corrupted Data Observations.\n \n \n \n\n\n \n Loan, T. G. T.; Nguyen, H.; Lan, N. T. N.; Son, D. H.; Quynh, T. T. T.; Trung, N. L.; Abed-Meraim, K.; and Le, T. T.\n\n\n \n\n\n\n In
2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 277–282, 2025. IEEE\n
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@InProceedings{Loan2025,\n author = {Loan, Ta Giang Thuy and Nguyen, Hoang-Lan and Lan, Nguyen Thi Ngoc and Son, Do Hai and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Abed-Meraim, Karim and Le, Thanh Trung},\n booktitle = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n title = {Robust Sparse Subspace Tracking from Corrupted Data Observations},\n year = {2025},\n organization = {IEEE},\n pages = {277--282},\n}\n\n\n
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\n\n \n \n \n \n \n Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n \n \n \n\n\n \n Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In
2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96, 2025. IEEE\n
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@InProceedings{Le2025a,\n author = {Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n booktitle = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n title = {Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n year = {2025},\n organization = {IEEE},\n pages = {91--96},\n}\n\n\n
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\n\n \n \n \n \n \n Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n \n \n \n\n\n \n Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In
2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96, 2025. IEEE\n
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@InProceedings{Le2025a,\n author = {Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n booktitle = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n title = {Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n year = {2025},\n organization = {IEEE},\n pages = {91--96},\n}\n\n\n
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\n \n 2024\n \n \n (8)\n \n \n
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\n\n \n \n \n \n \n A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n
Signal Processing, 216: 109297. 2024.\n
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@Article{Le2024,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n journal = {Signal Processing},\n title = {A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations},\n year = {2024},\n pages = {109297},\n volume = {216},\n publisher = {Elsevier},\n}\n\n\n
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\n\n \n \n \n \n \n Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems.\n \n \n \n\n\n \n Aliyu, K. N; Le, T. T.; Abed-Meraim, K.; and Zerguine, A.\n\n\n \n\n\n\n In
2024 IEEE Middle East Conference on Communications and Networking (MECOM), pages 291–296, 2024. IEEE\n
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@InProceedings{Aliyu2024,\n author = {Aliyu, Kabiru N and Le, Thanh Trung and Abed-Meraim, Karim and Zerguine, Azzedine},\n booktitle = {2024 IEEE Middle East Conference on Communications and Networking (MECOM)},\n title = {Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems},\n year = {2024},\n organization = {IEEE},\n pages = {291--296},\n}\n\n\n
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\n\n \n \n \n \n \n Joint INDSCAL decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5570–5574, 2024. IEEE\n
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@InProceedings{Le2024b,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n booktitle = {ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Joint INDSCAL decomposition meets blind source separation},\n year = {2024},\n organization = {IEEE},\n pages = {5570--5574},\n}\n\n\n
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\n\n \n \n \n \n \n Tensorial Convolutive Blind Source Separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5575–5579, 2024. IEEE\n
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@InProceedings{Le2024c,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n booktitle = {ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Tensorial Convolutive Blind Source Separation},\n year = {2024},\n organization = {IEEE},\n pages = {5575--5579},\n}\n\n\n
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\n\n \n \n \n \n \n OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 72: 521–534. 2024.\n
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@Article{Le2024d,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n journal = {IEEE Transactions on Signal Processing},\n title = {OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context},\n year = {2024},\n pages = {521--534},\n volume = {72},\n publisher = {IEEE},\n}\n\n\n
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\n\n \n \n \n \n \n Tensor kernel learning for classification of alzheimer’s conditions using multimodal data.\n \n \n \n\n\n \n Thanh, V. D.; Le, T. T.; Tuan, P. M.; Trung, N. L.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Trung, N. T.; Long, D. D.; and Chén, O. Y\n\n\n \n\n\n\n In
2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6, 2024. IEEE\n
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@InProceedings{Thanh2024,\n author = {Thanh, Vu Duy and Le, Thanh Trung and Tuan, Pham Minh and Trung, Nguyen Linh and Abed-Meraim, Karim and Adel, Mouloud and Dung, Nguyen Viet and Trung, Nguyen Thanh and Long, Dinh Doan and Ch{\\'e}n, Oliver Y},\n booktitle = {2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n title = {Tensor kernel learning for classification of alzheimer’s conditions using multimodal data},\n year = {2024},\n organization = {IEEE},\n pages = {1--6},\n}\n\n\n
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\n\n \n \n \n \n \n Tensor decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n
Signal Processing, 221: 109483. 2024.\n
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@Article{Le2024e,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n journal = {Signal Processing},\n title = {Tensor decomposition meets blind source separation},\n year = {2024},\n pages = {109483},\n volume = {221},\n publisher = {Elsevier},\n}\n\n\n
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\n \n 2023\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n A novel tensor tracking algorithm for block-term decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In
IEEE Statistical Signal Processing Workshop (SSP), pages 571–575, 2023. IEEE\n
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@InProceedings{Le2023,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},\n title = {A novel tensor tracking algorithm for block-term decomposition of streaming tensors},\n year = {2023},\n organization = {IEEE},\n pages = {571--575},\n}\n\n\n
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\n\n \n \n \n \n \n Tracking online low-rank approximations of higher-order incomplete streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n
Patterns, 4(6): 100759. 2023.\n
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@Article{Le2023a,\n author = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n journal = {Patterns},\n title = {Tracking online low-rank approximations of higher-order incomplete streaming tensors},\n year = {2023},\n number = {6},\n pages = {100759},\n volume = {4},\n publisher = {Elsevier + Cell Press},\n}\n\n\n
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\n\n \n \n \n \n \n Robust subspace tracking with contamination mitigation via $α$-divergence.\n \n \n \n\n\n \n Le, T. T.; Rekavandi, A. M.; Seghouane, A.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5, 2023. IEEE\n
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@InProceedings{Le2023b,\n author = {Le, Trung Thanh and Rekavandi, Aref Miri and Seghouane, Abd-Krim and Abed-Meraim, Karim},\n booktitle = {ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Robust subspace tracking with contamination mitigation via $\\alpha$-divergence},\n year = {2023},\n organization = {IEEE},\n pages = {1--5},\n}\n\n\n
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\n \n 2022\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n Robust Online Tucker Dictionary Learning from Multidimensional Data Streams.\n \n \n \n\n\n \n Le, T. T.; Duy, T. T.; Abed-Meraim, K.; Trung, N. L.; and Adel, H.\n\n\n \n\n\n\n In
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22), pages 1815–1820, 2022. IEEE\n
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@InProceedings{Le2022a,\n author = {Le, Thanh Trung and Duy, Tran Trong and Abed-Meraim, Karim and Trung, Nguyen Linh and Adel, Hafiane},\n booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22)},\n title = {Robust Online Tucker Dictionary Learning from Multidimensional Data Streams},\n year = {2022},\n organization = {IEEE},\n pages = {1815--1820},\n}\n\n\n
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\n\n \n \n \n \n \n Sparse subspace tracking in high dimensions.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Hafiane, A.; and Trung, N. L.\n\n\n \n\n\n\n In
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5892–5896, 2022. IEEE\n
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@InProceedings{Le2022b,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Hafiane, Adel and Trung, Nguyen Linh},\n booktitle = {ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {Sparse subspace tracking in high dimensions},\n year = {2022},\n organization = {IEEE},\n pages = {5892--5896},\n}\n\n\n
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\n\n \n \n \n \n \n Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking.\n \n \n \n\n\n \n Le, T. T.\n\n\n \n\n\n\n Ph.D. Thesis, University of Orleans, INSA CVL, PRISME, 2022.\n
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@PhdThesis{Le2022c,\n author = {Le, Trung Thanh},\n school = {University of Orleans, INSA CVL, PRISME},\n title = {Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking},\n year = {2022},\n}\n\n\n
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\n\n \n \n \n \n \n A contemporary and comprehensive survey on streaming tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n
IEEE Transactions on Knowledge and Data Engineering, 35(11): 10897–10921. 2022.\n
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@Article{Le2022d,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n journal = {IEEE Transactions on Knowledge and Data Engineering},\n title = {A contemporary and comprehensive survey on streaming tensor decomposition},\n year = {2022},\n number = {11},\n pages = {10897--10921},\n volume = {35},\n publisher = {IEEE},\n}\n\n\n
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\n\n \n \n \n \n \n Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 70: 4305–4320. 2022.\n
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@Article{Le2022e,\n author = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n journal = {IEEE Transactions on Signal Processing},\n title = {Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis},\n year = {2022},\n pages = {4305--4320},\n volume = {70},\n publisher = {IEEE},\n}\n\n\n
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\n \n 2021\n \n \n (7)\n \n \n
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\n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 69: 2070–2085. 2021.\n
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@Article{Le2021,\n author = {Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n journal = {IEEE Transactions on Signal Processing},\n title = {Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee},\n year = {2021},\n pages = {2070--2085},\n volume = {69},\n publisher = {IEEE},\n}\n\n\n
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\n\n \n \n \n \n \n Adaptive algorithms for tracking tensor-train decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Boyer, R.\n\n\n \n\n\n\n In
2020 28th European Signal Processing Conference (EUSIPCO), pages 995–999, 2021. IEEE\n
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@InProceedings{Le2021a,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Boyer, Remy},\n booktitle = {2020 28th European Signal Processing Conference (EUSIPCO)},\n title = {Adaptive algorithms for tracking tensor-train decomposition of streaming tensors},\n year = {2021},\n organization = {IEEE},\n pages = {995--999},\n}\n\n\n
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\n\n \n \n \n \n \n Robust subspace tracking algorithms in signal processing: A brief survey.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n
REV Journal on Electronics and Communications, 11(1-2): 16–25. 2021.\n
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@Article{Le2021b,\n author = {Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n journal = {REV Journal on Electronics and Communications},\n title = {Robust subspace tracking algorithms in signal processing: A brief survey},\n year = {2021},\n number = {1-2},\n pages = {16--25},\n volume = {11},\n}\n\n\n
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\n\n \n \n \n \n \n Misspecified Cramer–Rao bounds for blind channel estimation under channel order misspecification.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 69: 5372–5385. 2021.\n
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@Article{Le2021d,\n author = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n journal = {IEEE Transactions on Signal Processing},\n title = {Misspecified Cramer--Rao bounds for blind channel estimation under channel order misspecification},\n year = {2021},\n pages = {5372--5385},\n volume = {69},\n publisher = {IEEE},\n}\n\n\n
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\n\n \n \n \n \n \n A fast randomized adaptive CP decomposition for streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n In
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2910–2914, 2021. IEEE\n
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@InProceedings{Le2021e,\n author = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Link and Hafiane, Adel},\n booktitle = {ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n title = {A fast randomized adaptive CP decomposition for streaming tensors},\n year = {2021},\n organization = {IEEE},\n pages = {2910--2914},\n}\n\n\n
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\n \n 2020\n \n \n (1)\n \n \n
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\n\n \n \n \n \n \n Multi-channel EEG epileptic spike detection by a new method of tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n
Journal of Neural Engineering, 17(1): 016023. 2020.\n
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@Article{Le2020,\n author = {Le, Thanh Trung and Dao, Nguyen Thi Anh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n journal = {Journal of Neural Engineering},\n title = {Multi-channel EEG epileptic spike detection by a new method of tensor decomposition},\n year = {2020},\n number = {1},\n pages = {016023},\n volume = {17},\n publisher = {IOP Publishing},\n}\n\n\n
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\n \n 2019\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n EEG source localization: A new multiway temporal-spatial-spectral analysis.\n \n \n \n\n\n \n Le Thanh, X.; Le, T. T.; Trung, N. L.; Quynh, T. T. T.; and Thuan, N. D.\n\n\n \n\n\n\n In
Information and Computer Science (NICS), 2019 6th NAFOSTED Conference on, pages 228–233, 2019. IEEE\n
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@InProceedings{LeThanh2019,\n author = {Le Thanh, Xuyen and Le, Trung Thanh and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Thuan, Nguyen Duc},\n booktitle = {Information and Computer Science (NICS), 2019 6th NAFOSTED Conference on},\n title = {EEG source localization: A new multiway temporal-spatial-spectral analysis},\n year = {2019},\n organization = {IEEE},\n pages = {228--233},\n}\n\n\n
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\n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers via ADMM.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In
2019 27th European Signal Processing Conference (EUSIPCO), pages 1–5, 2019. IEEE\n
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@InProceedings{Le2019,\n author = {Le, Trung Thanh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n booktitle = {2019 27th European Signal Processing Conference (EUSIPCO)},\n title = {Robust subspace tracking with missing data and outliers via ADMM},\n year = {2019},\n organization = {IEEE},\n pages = {1--5},\n}\n\n\n
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\n \n 2018\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n Three-way tensor decompositions: A generalized minimum noise subspace based approach.\n \n \n \n\n\n \n Thanh, L. T.; Nguyen, V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n
REV Journal on Electronics and Communications, 8(1-2): 28–45. 2018.\n
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@Article{Thanh2018,\n author = {Thanh, Le Trung and Nguyen, Viet-Dung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n journal = {REV Journal on Electronics and Communications},\n title = {Three-way tensor decompositions: A generalized minimum noise subspace based approach},\n year = {2018},\n number = {1-2},\n pages = {28--45},\n volume = {8},\n publisher = {REV},\n}\n\n\n
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\n\n \n \n \n \n \n Nonnegative tensor decomposition for EEG epileptic spike detection.\n \n \n \n\n\n \n Anh-Dao, N. T.; Le Thanh, T.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In
Information and Computer Science (NICS), 2018 5th NAFOSTED Conference on, pages 194–199, 2018. IEEE\n
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@InProceedings{AnhDao2018,\n author = {Anh-Dao, Nguyen Thi and Le Thanh, Trung and Linh-Trung, Nguyen and Le, Ha Vu},\n booktitle = {Information and Computer Science (NICS), 2018 5th NAFOSTED Conference on},\n title = {Nonnegative tensor decomposition for EEG epileptic spike detection},\n year = {2018},\n organization = {IEEE},\n pages = {194--199},\n}\n\n\n
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\n\n \n \n \n \n \n Deep learning for epileptic spike detection.\n \n \n \n\n\n \n Le, T. X.; Le, T. T.; Dinh, V. V.; Tran, Q. L.; Nguyen, L. T.; and Nguyen, D. T.\n\n\n \n\n\n\n
VNU Journal of Science: Computer Science and Communication Engineering, 33(2): 1–13. 2018.\n
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@Article{Le2018,\n author = {Le, Thanh Xuyen and Le, Trung Thanh and Dinh, Van Viet and Tran, Quoc Long and Nguyen, Linh Trung and Nguyen, Duc Thuan},\n journal = {VNU Journal of Science: Computer Science and Communication Engineering},\n title = {Deep learning for epileptic spike detection},\n year = {2018},\n number = {2},\n pages = {1--13},\n volume = {33},\n publisher = {VNU},\n}\n\n\n
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\n \n 2017\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n Multi-source data analysis for bike sharing systems.\n \n \n \n\n\n \n Thu, N. T. H.; Le, T. T.; Dung, C. T. P.; Trung, N. L.; and Le, H. V.\n\n\n \n\n\n\n In
IEEE International Conference on Advanced Technologies for Communications (ATC 2017), pages 235–240, 2017. IEEE\n
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@InProceedings{Thu2017,\n author = {Thu, Nguyen Thi Hoai and Le, Trung Thanh and Dung, Chu Thi Phuong and Trung, Nguyen Linh and Le, Ha Vu},\n booktitle = {IEEE International Conference on Advanced Technologies for Communications (ATC 2017)},\n title = {Multi-source data analysis for bike sharing systems},\n year = {2017},\n organization = {IEEE},\n pages = {235--240},\n}\n\n\n
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\n\n \n \n \n \n \n On the overall ROC of multistage systems.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In
2017 International Conference on Advanced Technologies for Communications (ATC), pages 229–234, 2017. IEEE\n
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@InProceedings{Le2017,\n author = {Le, Trung Thanh and Dao, Nguyen Thi Anh and Linh-Trung, Nguyen and Le, Ha Vu},\n booktitle = {2017 International Conference on Advanced Technologies for Communications (ATC)},\n title = {On the overall ROC of multistage systems},\n year = {2017},\n organization = {IEEE},\n pages = {229--234},\n}\n\n\n
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